Development of a deep learning-based image processing technique for bubble pattern recognition and shape reconstruction in dense bubbly flows

•Novel CNN-based bubble identification algorithm.•Bubbles detection in images with high bubble overlapping.•Accurate determination of bubbles velocities and size distributions.•High potential for the application to bubbly flows with high gas volume fractions. This work presents a Convolutional Neura...

Celý popis

Podrobná bibliografia

Vydané v:	Chemical engineering science Ročník 230; s. 116163
Hlavní autori:	Cerqueira, Rafael F.L., Paladino, Emilio E.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 02.02.2021
Predmet:	Bubble size distribution Bubbly flow Convolution neural networks Deep learning Deep learning Bubbly flow Convolution neural networks Bubble size distribution
ISSN:	0009-2509, 1873-4405
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!